🛡️ DDoS Attack Detection Dashboard

Real-time Network Traffic Analysis & Threat Detection

Accuracy
68.4%
Precision
76.8%
Recall
63.6%
F1 Score
69.6%
False Positive Rate
25.2%
Total Samples
225,745
Attacks Detected
106,104
Detection Rate
47.0%

📊 Detection Summary

Analysis Status: ❌ Low Confidence
True Positives: 81,451 attacks correctly identified
False Positives: 24,653 benign traffic incorrectly flagged
True Negatives: 73,065 benign traffic correctly identified
False Negatives: 46,576 attacks missed

ℹ️ About This Dashboard

This dashboard visualizes DDoS attack detection results using statistical threshold-based analysis on the CICIDS2017 dataset. The system monitors network traffic patterns, calculates anomaly scores, and flags potential attacks in real-time. Charts show traffic volume, entropy analysis, detection timeline, and performance metrics to provide comprehensive insights into network security status.